Nearly a Year of Nuggets

Charles F Vardeman II

2023-08-28

Where we started…

Where we’re going…

Dr. Vardeman, this is a lot of material!

This is meant to provide something of a “Roadmap”!

First some much older nuggets from the beginning…

Old School AI and the Web…

A vision of “Ontologies”, “Linked Data”, and “Software Agents”…

Old School “Cool” AI and the Web (2001)…

The semantic web had a vision of Agents with Shared Understanding through Ontologies, the ability to Use Tools Like the Web and Consume a Web of Linked Data as Distibuted Knowledge Graphs.

What’s an Ontology?

Ontology Design Patterns

Google Search and the “Semantic Web”

Knowledge Graphs

Knowledge Graphs

What’s a Knowledge Graph?

AI in 2023..

The “AI Social Disruption”

Pretrained Foundation Models…

Evolution of Large Language Models

How to Build a ChatGPT?

“The state of GPT” – You should watch this!

“The state of GPT”

Base models general representations through “Pre-Training” (GPT)

Base models general representations through “Pre-Training” (GPT)

“Pre-Training Datasets?”

LLama: Open and Efficient Foundation Language Models

LLama: Open and Efficient Foundation Language Models

Gao et al. “The Pile”?

Gao et al. “The Pile”?

What could go wrong?

What could go wrong?

What About Trusted AI?

We’re Talking about LLMs!